Avancerad sökning
Visar resultat 1 - 5 av 13 uppsatser som matchar ovanstående sökkriterier.
1. Moving in the dark : Mathematics of complex pedestrian flows
Magister-uppsats, Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013)Sammanfattning : The field of mathematical modelling for pedestrian dynamics has attracted significant scientific attention, with various models proposed from perspectives such as kinetic theory, statistical mechanics, game theory and partial differential equations. Often such investigations are seen as being a part of a new branch of study in the domain of applied physics, called sociophysics. LÄS MER
2. Self-Play Reinforcement Learning for Finding Intrusion Prevention Strategies
Master-uppsats, KTH/Matematisk statistikSammanfattning : This Master thesis studies automated intrusion prevention using self-play reinforcement learning. We extend a decision-theoretic model of the intrusion prevention use case based on optimal stopping theory proposed in previous work to a game-theoretic setting. LÄS MER
3. Deep Reinforcement Learning for Card Games
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : This project aims to investigate how reinforcement learning (RL) techniques can be applied to the card game LimitTexas Hold’em. RL is a type of machine learning that can learn to optimally solve problems that can be formulated according toa Markov Decision Process. LÄS MER
4. Context Matters for Evaluating the Performace of Ice Hockey Players
Master-uppsats, Linköpings universitet/Institutionen för datavetenskapSammanfattning : In recent years, statistical methods for analysing athletes’ performances have revolutionisedthe world of sports. One area where these statistical methods have been applied is the quantification of player performance in the game of ice hockey. LÄS MER
5. Not All Goals Are Created Equal : Evaluating Hockey Players in the NHL Using Q-Learning with a Contextual Reward Function
Master-uppsats, Linköpings universitet/Databas och informationsteknikSammanfattning : Not all goals in the game of ice hockey are created equal: some goals increase the chances of winning more than others. This thesis investigates the result of constructing and using a reward function that takes this fact into consideration, instead of the common binary reward function. LÄS MER